Sparse regularization for force identification using dictionaries

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

Natural Sciences, Computer Science, Biomedical Imaging +15

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Review · 2001 · 5.1K citations

Natural Sciences, Mathematics, Optimization +16

An iterative thresholding algorithm for linear inverse problems with a sparsity constraint

Ingrid Daubechies, Michel Defrise, Christine De Mol · Communications on Pure and Applied Mathematics · 2004 · 5K citations

Computing, Computer Science, Mathematics +10

Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems

Mário A. T. Figueiredo, Robert D. Nowak, Stephen J. Wright · IEEE Journal of Selected Topics in Signal Processing · 2007 · 3.5K citations

Natural Sciences, Computer Science, Biomedical Signal Processing +13

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

Alfred M. Bruckstein⋆, David L. Donoho, Michael Elad · SIAM Review · 2009 · 2.2K citations

Computing, Computer Science, Mathematics +13